16 episodes

A show where three machine learning enthusiasts talk about recent papers and developments in machine learning. Watch our video on YouTube https://www.youtube.com/@argmaxfm

Argmax Vahe Hagopian, Taka Hasegawa, Farrukh Rahman

    • Science
    • 5.0 • 1 Rating

A show where three machine learning enthusiasts talk about recent papers and developments in machine learning. Watch our video on YouTube https://www.youtube.com/@argmaxfm

    LoRA

    LoRA

    We talk about Low Rank Approximation for fine tuning Transformers. We are also on YouTube now! Check out the video here: https://youtu.be/lLzHr0VFi3Y

    • 1 hr 2 min
    15: InstructGPT

    15: InstructGPT

    In this episode we discuss the paper "Training language models to follow instructions with human feedback" by Ouyang et al (2022). We discuss the RLHF paradigm and how important RL is to tuning GPT.

    • 57 min
    14: Whisper

    14: Whisper

    This week we talk about Whisper. It is a weakly supervised speech recognition model.

    • 49 min
    13: AlphaTensor

    13: AlphaTensor

    We talk about AlphaTensor, and how researchers were able to find a new algorithm for matrix multiplication.

    • 49 min
    12: SIRENs

    12: SIRENs

    In this episode we talked about "Implicit Neural Representations with Periodic Activation Functions" and the strength of periodic non-linearities.

    • 54 min
    11: CVPR Workshop on Autonomous Driving Keynote by Ashok Elluswamy, a Tesla engineer

    11: CVPR Workshop on Autonomous Driving Keynote by Ashok Elluswamy, a Tesla engineer

    In this episode we discuss this video: https://youtu.be/jPCV4GKX9DwHow Tesla approaches collision detection with novel methods.

    • 48 min

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